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Human-in-the-Loop: The Review Workflow That Prevents Rework
Description
AI can crank out a draft in minutes, but if the audience is wrong, the tone is off, or the facts don’t match policy, you’ll lose every “saved” hour in rework. In this episode, Jackie breaks down the shift she keeps seeing in instructional design teams: the new bottleneck isn’t creating content, it’s creating trusted content. That’s why human-in-the-loop review isn’t an extra process. It’s the difference between fast and frustrating.
Jackie walks through a simple four-step workflow you can apply to almost any training asset: Draft, Verify, Refine, and Approve (DVRA). We talk about where rework really comes from, how to stop verification from happening too late, and why “verify before you beautify” protects your time and your credibility. Jackie also shares practical checks for SME accuracy, compliance alignment, learner job context, and accessibility basics so your training is clear, safe, and usable.
To make this immediately actionable, Jackie gives you a four-question review tool you can run before anything ships, plus a tiny definition of done you can paste into your next project. If you found this helpful, follow or subscribe, share the episode with a fellow designer, and leave a review so more instructional designers can find it.
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